In this talk, I report on a model aiming at studying the dynamics and spreading of spontaneous riots. It involves an epidemiological approach for the dynamics with a diffusion interaction term. I will discuss this model in the setting of the French riots in 2005 and compare its outcome with a rather detailed set of data for these riots. I will also describe some mathematical results regarding a related dynamical system that is relevant in this context.